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Cell Image Analysis Techniques Sign in to save
Papers per year
Papers 146
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Understanding metric-related pitfalls in image analysis validation2024 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Annika Reinke, Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur, +63 more
209citations -
Community-developed checklists for publishing images and image analyses2023 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Christopher Schmied, Sergiy Avilov, Gert‐Jan Bakker, Cristina Bertocchi, Johanna Bischof, Ulrike Boehm, +47 more
94citations -
Multimodal bioimaging across disciplines and scales: challenges, opportunities and breaking down barriers2024 npj Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johanna Bischof, Georgina Fletcher, Paul Verkade, Claudia Kuntner, Julia Fernández-Rodrı́guez, Linda Chaabane, +7 more
60citations -
Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status2020 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Tobias Piotrowski, Oliver Rippel, Andreas Elanzew, Bastian Nießing, Sebastian Stucken, Sven Jung, +6 more
50citations -
Deep learning–based molecular morphometrics for kidney biopsies2021 JCI Insight article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Marina Zimmermann, Martin Klaus, Milagros N. Wong, Ann-Katrin Thebille, Lukas Gernhold, Christoph Kuppe, +13 more
48citations -
aNMJ-morph: a simple macro for rapid analysis of neuromuscular junction morphology2020 Royal Society Open Science article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Gavin Minty, Alex Hoppen, Ines Boehm, Abrar Alhindi, Larissa Gibb, Ellie Potter, +3 more
42citations -
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images2022 Medical Image Analysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Anubha Gupta, Shiv Gehlot, Sachin Motwani, Ritu Gupta, Álvaro García Faura, Dejan Štepec, +18 more
35citations -
Software Tool for Automatic Quantification of Sarcomere Length and Organization in Fixed and Live 2D and 3D Muscle Cell Cultures In Vitro2022 Current Protocols article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Jeroen M. Stein, Ulgu Arslan, Marnix Franken, Jessica C. de Greef, Siân E. Harding, Neda Mohammadi, +4 more
34citations -
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, +2 more
33citations -
Particulate impurities in cell-based medicinal products traced by flow imaging microscopy combined with deep learning for image analysis2020 Cytotherapy article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 2 patents
Adam Grabarek, Enes Senel, Tim Menzen, Karin H. Hoogendoorn, Karin Pike‐Overzet, Andrea Hawe, +1 more
24citations -
3D fluorescence microscopy data synthesis for segmentation and benchmarking2021 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Dennis Eschweiler, Malte Rethwisch, Mareike Jarchow, Simon Koppers, Johannes Stegmaier
23citations -
Fully Automated Cultivation of Adipose-Derived Stem Cells in the StemCellDiscovery—A Robotic Laboratory for Small-Scale, High-Throughput Cell Production Including Deep Learning-Based Confluence Estimation2021 Processes article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Jelena Ochs, Ferdinand Biermann, Tobias Piotrowski, Frederik Erkens, Bastian Nießing, Laura Herbst, +2 more
22citations -
Automated segmentation and quantitative analysis of organelle morphology, localization and content using CellProfiler2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Sebastiaan N. J. Laan, Richard J. Dirven, Petra E. Bürgisser, Jeroen C.J. Eikenboom, Ruben Bierings
21citations -
Application of 3D MAPs pipeline identifies the morphological sequence chondrocytes undergo and the regulatory role of GDF5 in this process2021 Nature Communications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Sarah Rubin, Ankit Agrawal, Johannes Stegmaier, Sharon Krief, Neta Felsenthal, Jonathan Svorai, +4 more
20citations -
Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology2021 Computer Methods and Programs in Biomedicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Gözde Dursun, Saurabh Balkrishna Tandale, Rutwik Gulakala, Jörg Eschweiler, Mersedeh Tohidnezhad, Bernd A. Markert, +1 more
19citations
Most active Aachen authors
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Johannes Stegmaier 5,192 citations overall30 papers
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Dennis Eschweiler 868 citations overall16 papers
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Johannes Seiffarth 128 citations overall14 papers
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Abin Jose 677 citations overall11 papers
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Daniel Moreno-Andrés 814 citations overall9 papers
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Rijo Roy 583 citations overall8 papers
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Robert Heinrich Schmitt 12,285 citations overall7 papers
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Lu Cao 1,144 citations overall7 papers
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Bastian Nießing 465 citations overall7 papers
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Fons J. Verbeek 6,969 citations overall6 papers
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Rüveyda Yilmaz 44 citations overall6 papers
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Danny David Jonigk 17,202 citations overall5 papers
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Benjamin Berkels 1,620 citations overall5 papers
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Karina Ruzaeva 113 citations overall5 papers
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Ina Laube 47 citations overall5 papers